Shaolei Zhang

According to our database, Shaolei Zhang authored at least 38 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment.

Mengyu Bu, Shaolei Zhang, Zhongjun He, Hua Wu, Yang Feng

CoRR, September, 2025

PSO-Merging: Merging Models Based on Particle Swarm Optimization.

Kehao Zhang, Shaolei Zhang, Yang Feng

CoRR, August, 2025

FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing.

Shoutao Guo, Shaolei Zhang, Qingkai Fang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, July, 2025

Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model.

Shaolei Zhang, Shoutao Guo, Qingkai Fang, Yan Zhou, Yang Feng

CoRR, June, 2025

TAIJI: MCP-based Multi-Modal Data Analytics on Data Lakes.

Chao Zhang, Shaolei Zhang, Quehuan Liu, Sibei Chen, Tong Li, Ju Fan

CoRR, May, 2025

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis.

Qingkai Fang, Yan Zhou, Shoutao Guo, Shaolei Zhang, Yang Feng

CoRR, May, 2025

LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token.

Shaolei Zhang, Qingkai Fang, Zhe Yang, Yang Feng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LLaMA-Omni: Seamless Speech Interaction with Large Language Models.

Qingkai Fang, Shoutao Guo, Yan Zhou, Zhengrui Ma, Shaolei Zhang, Yang Feng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis.

Qingkai Fang, Yan Zhou, Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Yang Feng

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models.

Tian Yu, Shaolei Zhang, Yang Feng

CoRR, 2024

BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment.

Shaolei Zhang, Kehao Zhang, Qingkai Fang, Shoutao Guo, Yan Zhou, Xiaodong Liu, Yang Feng

CoRR, 2024

Agent-SiMT: Agent-assisted Simultaneous Machine Translation with Large Language Models.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, 2024

SiLLM: Large Language Models for Simultaneous Machine Translation.

Shoutao Guo, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

CoRR, 2024

Glancing Future for Simultaneous Machine Translation.

Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the IEEE International Conference on Acoustics, 2024

TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space.

Shaolei Zhang, Tian Yu, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning.

Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts.

Tian Yu, Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics, 2024

A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation.

Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng, Min Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Decoder-only Streaming Transformer for Simultaneous Translation.

Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Can We Achieve High-quality Direct Speech-to-Speech Translation without Parallel Speech Data?

Qingkai Fang, Shaolei Zhang, Zhengrui Ma, Min Zhang, Yang Feng

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

BayLing: Bridging Cross-lingual Alignment and Instruction Following through Interactive Translation for Large Language Models.

Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng

CoRR, 2023

Unified Segment-to-Segment Framework for Simultaneous Sequence Generation.

Shaolei Zhang, Yang Feng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Hidden Markov Transformer for Simultaneous Machine Translation.

Shaolei Zhang, Yang Feng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Non-autoregressive Streaming Transformer for Simultaneous Translation.

Zhengrui Ma, Shaolei Zhang, Shoutao Guo, Chenze Shao, Min Zhang, Yang Feng

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Simultaneous Machine Translation with Tailored Reference.

Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

End-to-End Simultaneous Speech Translation with Differentiable Segmentation.

Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Learning Optimal Policy for Simultaneous Machine Translation via Binary Search.

Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation.

Shaolei Zhang, Shoutao Guo, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Information-Transport-based Policy for Simultaneous Translation.

Shaolei Zhang, Yang Feng

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation.

Shoutao Guo, Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Gaussian Multi-head Attention for Simultaneous Machine Translation.

Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework.

Shaolei Zhang, Yang Feng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Modeling Dual Read/Write Paths for Simultaneous Machine Translation.

Shaolei Zhang, Yang Feng

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model.

Shaolei Zhang, Yang Feng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy.

Shaolei Zhang, Yang Feng

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Future-Guided Incremental Transformer for Simultaneous Translation.

Shaolei Zhang, Yang Feng, Liangyou Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Opinion Knowledge Injection Network for Aspect Extraction.

Shaolei Zhang, Gang Lu, Kai Shuang

Proceedings of the Neural Information Processing - 26th International Conference, 2019